A personal data visualization project that transforms daily routines into intuitive graphics. I created visuals like calorie proportions, heart rate timelines, word clouds, and time treemaps to show how math appears naturally in everyday life. The project helps learners connect concepts like proportion, frequency, and variation to real experiences through clear and engaging visuals.

What Makes a Hit Song?What Makes a Hit Song? Oct 2025 - Dec 2025Oct 2025 - Dec 2025 University of Virginia logo Associated with University of VirginiaAssociated with University of Virginia Analyzed more than 25 thousand Spotify, YouTube, and Billboard tracks to identify the patterns behind hit songs. Built visualizations and interactive Shiny tools to explore how audio features, song structure, and platform engagement relate to success. Key insights show that hits tend to be energetic, danceable, emotionally relatable, and consistently strong across both streaming and video platforms.